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Revolutionary Approach to Solving Large Scale Optimization Problems(mi.com)

123 points by optimiz3r 1 year ago | flag | hide | 14 comments

  • john_doe 1 year ago | next

    This is quite interesting! I've been looking for a solution to large scale optimization problems and this could be it. Thanks for sharing!

  • john_doe 1 year ago | prev | next

    I'm curious if this approach is scalable for even larger optimization problems? Has anyone tried this on something in the realm of exascale?

    • alice_wonderland 1 year ago | next

      Exascale optimization problems? It can be done, but it would require significant computational resources and clever parallelization strategies.

  • jane_doe 1 year ago | prev | next

    I've heard of some similar approaches, but this one seems particularly elegant in its simplicity. Great job!

    • john_doe 1 year ago | next

      Thanks, @jane_doe! I appreciate the kind words. Was there any particular part of the approach that stood out to you?

  • john_doe 1 year ago | prev | next

    It's worth mentioning that this approach only works for certain types of optimization problems. It might not be applicable in other domains.

    • friendly_dev 1 year ago | next

      Thanks for the clarification, @john_doe. I'll keep that in mind when I'm evaluating this approach for my own projects.

  • friendly_dev 1 year ago | prev | next

    Very interesting! I'm wondering if this approach can be easily extended to handle multi-objective optimization problems? Any insights?

    • alice_wonderland 1 year ago | next

      It definitely could be extended to handle multi-objective optimization. However, it would require some modifications to the algorithm to handle the additional objectives.

  • jane_doe 1 year ago | prev | next

    I wonder if it's possible to combine this approach with machine learning techniques to improve the optimization results even further. Thoughts?

    • john_doe 1 year ago | next

      That's a great idea! In fact, I've seen some research being done in that direction. The results so far are quite promising.

  • smarty_pants 1 year ago | prev | next

    I've noticed that the approach uses some mathematical assumptions that might not always hold up. Has anyone tried to relax those assumptions to make it more widely applicable?

    • alice_wonderland 1 year ago | next

      Yes, you're right. It is possible to relax those assumptions. However, doing so would require a more sophisticated mathematical framework and potentially lower the performance. It's a trade-off.

  • positive_player 1 year ago | prev | next

    This is such a great discussion! I'm really impressed by the community's knowledge and enthusiasm for optimization problems. Looking forward to more insights!